TY - BOOK A1 - Mackenstein, Hans A1 - Marsch, Steve T1 - The international relations of the European Union / by Steve Marsh and Hans Mackenstein Y1 - 2005 SN - 0-582-47293-8 PB - Pearson Education CY - Harlow [u.a.] ER - TY - JOUR A1 - Mackenstein, Hans A1 - Jeffery, Charlie T1 - Financial equalization in the 1990s : on the road back to Karlsruhe / Hans Mackenstein and Charlie Jeffery JF - Recasting German federalism : the legacies of unification Y1 - 1999 SN - 1-85567-579-x SP - 155 EP - 176 PB - Pinter CY - London ER - TY - BOOK A1 - Mackenstein, Hans T1 - The European system of central banks in relation to the Deutsche Bundesbank : a comparative study of the two institutions and their political and social environment / by Hans Wilhelm Mackenstein Y1 - 1992 N1 - Birmingham, Univ., Diss., 1992 CY - Birmingham ER - TY - JOUR A1 - Mackenstein, Hans T1 - The role of Germany, Japan and the United States on the ECU-bond markets / Hans Wilhelm Mackenstein JF - De pecunia. 3 (1991), H. 1 Y1 - 1991 SN - 1015-6283 SP - 113 EP - 150 ER - TY - JOUR A1 - Mackenstein, Hans T1 - Books Reviewed - European Democratization since 1800 edited by J. Garrard, V. Tolz and R. White JF - Democratization. 7 (2000), H. 4 Y1 - 2000 SN - 1351-0347 SP - 219 EP - 219 ER - TY - JOUR A1 - Mackenstein, Hans T1 - Book Reviews - Cowie, Harry, Private Partnership and Public Networks in Europe JF - Regional and federal studies. 9 (1999), H. 2 Y1 - 1999 SN - 1359-7566 SP - 111 EP - 111 ER - TY - JOUR A1 - Mackenstein, Hans T1 - Book Reviews - Samardzic, Slobodan and Thomas Fleiner, Federalismus und Minderheitenproblem in Multiethnischen Gemeinschaften JF - Regional and federal studies. 8 (1998), H. 3 Y1 - 1998 SN - 1359-7566 SP - 138 EP - 138 ER - TY - JOUR A1 - Mackenstein, Hans T1 - Book Reviews - Morass, Michael; Regionale Interessen auf dem Weg in die Europäische Union: Strukturelle Entwicklung und Perspektiven der Interessenvermittlung Österreichischer und deutscher Ländesakteure im Rahmen der Europäischen Integration JF - Regional and federal studies. 8 (1998), H. 1 Y1 - 1998 SN - 1359-7566 SP - 227 EP - 227 ER - TY - JOUR A1 - Lindemann, Markus A1 - Schmid, Beat F. T1 - Framework for specifying, building and operating electronic markets JF - International journal of electronic commerce. Vol. 3 (1998/99), No. 2 Y1 - 1999 SN - 1086-4415 SP - 7 EP - 21 ER - TY - CHAP A1 - Lindemann, Markus A1 - Runge, Alexander T1 - Electronic contracting within the reference model for electronic markets T2 - Proceedings of the Sixth European Conference on Information Systems, ECIS 1998, Aix-en-Provence, France, June 4-6, 1998 / Walter Baets (ed.) Y1 - 1998 SN - 849238333X SP - 44 EP - 59 PB - Euro-Arab Management School ER - TY - JOUR A1 - Lindemann, Markus A1 - Runge, Alexander T1 - Permanent IT-support in electronic commerce transactions JF - Electronic markets : the international journal of networked business. Vol. 7 (1997), iss. 1 Y1 - 1997 SN - 1422-8890 SP - 18 EP - 20 ER - TY - CHAP A1 - Kunfermann, Philipp A1 - Drumm, Christian T1 - Lifting XML schemas to ontologies - the concept finder algorithm T2 - MEDIATE 2005 First International Workshop on Mediation in Semantic Web Services Proceedings of the First International Workshop on Mediation in Semantic Web Services (MEDIATE 2005) Y1 - 2005 SP - 113 EP - 122 ER - TY - JOUR A1 - Kroll-Ludwigs, Kathrin T1 - The Reform of German Maintenance Law JF - The International Survey of Family Law Y1 - 2018 SP - 85 EP - 100 ER - TY - CHAP A1 - Kroll-Ludwigs, Kathrin ED - Boele-Woelki, Katharina T1 - Unification of Conflict of Laws in Europe. Matrimonial Property Regimes T2 - European Challenges in Contemporary Family Law Y1 - 2008 SN - 978-90-5095-692-5 SP - 379 EP - 393 PB - Intersentia CY - Antwerpen ER - TY - CHAP A1 - Kroll-Ludwigs, Kathrin T1 - Names of individuals T2 - European Encyclopedia of Private International Law Y1 - 2017 SN - 9781782547228 PB - Edward Elgar Publishing CY - Cheltenham, UK ER - TY - CHAP A1 - Kroll-Ludwigs, Kathrin T1 - Small Claims Regulation T2 - European Encyclopedia of Private International Law Y1 - 2017 SN - 9781782547228 PB - Edward Elgar Publishing CY - Cheltenham, UK ER - TY - CHAP A1 - Kroll-Ludwigs, Kathrin ED - Calliess, Gralf-Peter T1 - Art. 5 Rom III-Regulation (choice of applicable law by the parties) T2 - Rome Regulations : commentary Y1 - 2015 SN - 9789041147547 PB - Wolters Kluwer ET - 2nd ed. ER - TY - CHAP A1 - Kroll-Ludwigs, Kathrin ED - Colliess, Gralf-Peter T1 - Art. 7 Rome III-Regulation (formal validity) T2 - Rome Regulations : commentary Y1 - 2015 SN - 9789041147547 PB - Wolters Kluwer ET - 2nd ed. ER - TY - CHAP A1 - Kohl, Philipp A1 - Freyer, Nils A1 - Krämer, Yoka A1 - Werth, Henri A1 - Wolf, Steffen A1 - Kraft, Bodo A1 - Meinecke, Matthias A1 - Zündorf, Albert ED - Conte, Donatello ED - Fred, Ana ED - Gusikhin, Oleg ED - Sansone, Carlo T1 - ALE: a simulation-based active learning evaluation framework for the parameter-driven comparison of query strategies for NLP T2 - Deep Learning Theory and Applications. DeLTA 2023. Communications in Computer and Information Science N2 - Supervised machine learning and deep learning require a large amount of labeled data, which data scientists obtain in a manual, and time-consuming annotation process. To mitigate this challenge, Active Learning (AL) proposes promising data points to annotators they annotate next instead of a subsequent or random sample. This method is supposed to save annotation effort while maintaining model performance. However, practitioners face many AL strategies for different tasks and need an empirical basis to choose between them. Surveys categorize AL strategies into taxonomies without performance indications. Presentations of novel AL strategies compare the performance to a small subset of strategies. Our contribution addresses the empirical basis by introducing a reproducible active learning evaluation (ALE) framework for the comparative evaluation of AL strategies in NLP. The framework allows the implementation of AL strategies with low effort and a fair data-driven comparison through defining and tracking experiment parameters (e.g., initial dataset size, number of data points per query step, and the budget). ALE helps practitioners to make more informed decisions, and researchers can focus on developing new, effective AL strategies and deriving best practices for specific use cases. With best practices, practitioners can lower their annotation costs. We present a case study to illustrate how to use the framework. KW - Active learning KW - Query learning KW - Natural language processing KW - Deep learning KW - Reproducible research Y1 - 2023 SN - 978-3-031-39058-6 (Print) SN - 978-3-031-39059-3 (Online) U6 - http://dx.doi.org/978-3-031-39059-3 N1 - 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023. SP - 235 EP - 253 PB - Springer CY - Cham ER - TY - CHAP A1 - Knackstedt, Ralf A1 - Eggert, Mathias A1 - Heddier, Marcel A1 - Chasin, Friedrich A1 - Becker, Jörg T1 - The Relationship Of Is And Law - The Perspective Of And Implications For IS Research T2 - ECIS 2013 Completed Research. 18 Y1 - 2013 N1 - Proceedings of the 21st European Conference on Information Systems ER - TY - CHAP A1 - Knackstedt, Ralf A1 - Eggert, Mathias A1 - Heddier, Marcel A1 - Chasin, Friedrich A1 - Becker, Jörg T1 - The Relationship of IS and Law - Insights into the German Online Car Registration Case T2 - ECIS 2013 Completed Research. 18. Proceedings of the 21st European Conference on Information Systems Y1 - 2013 ER - TY - CHAP A1 - Knackstedt, Ralf A1 - Eggert, Mathias A1 - Fleischer, Stefan T1 - The Legal Perspective on Business to Government Reporting - A Conceptual Modeling Approach and Its Application in the Financial Sector T2 - 45th Hawaii International Conference on System Sciences 2012 Y1 - 2012 SN - 978-0-7695-4525-7 U6 - http://dx.doi.org/10.1109/HICSS.2012.576 SP - 2309 EP - 2318 ER - TY - JOUR A1 - Klettke, Tanja A1 - Homburg, Carsten A1 - Gell, Sebastian T1 - How to measure analyst forecast effort JF - European Accounting Review N2 - We introduce a new way to measure the forecast effort that analysts devote to their earnings forecasts by measuring the analyst's general effort for all covered firms. While the commonly applied effort measure is based on analyst behaviour for one firm, our measure considers analyst behaviour for all covered firms. Our general effort measure captures additional information about analyst effort and thus can identify accurate forecasts. We emphasise the importance of investigating analyst behaviour in a larger context and argue that analysts who generally devote substantial forecast effort are also likely to devote substantial effort to a specific firm, even if this effort might not be captured by a firm-specific measure. Empirical results reveal that analysts who devote higher general forecast effort issue more accurate forecasts. Additional investigations show that analysts' career prospects improve with higher general forecast effort. Our measure improves on existing methods as it has higher explanatory power regarding differences in forecast accuracy than the commonly applied effort measure. Additionally, it can address research questions that cannot be examined with a firm-specific measure. It provides a simple but comprehensive way to identify accurate analysts. Y1 - 2015 U6 - http://dx.doi.org/10.1080/09638180.2014.909291 SN - 0963-8180 VL - 24 IS - 1 SP - 129 EP - 146 PB - Taylor & Francis CY - London ER - TY - CHAP A1 - Klein, Stefan A1 - Lindemann, Markus ED - Vogel, Douglas R. T1 - New architectures for web-enabled EDI-applications and their impact on VANS T2 - Global business in practice : proceedings of the Tenth International Bled Electronic Commerce Conference BLED '97, Bled, Slovenia, June 9-11 1997 Y1 - 1997 SP - 556 EP - 573 PB - Moderna organizacija CY - Kranj ER - TY - JOUR A1 - Kempt, Hendrik A1 - Freyer, Nils A1 - Nagel, Saskia K. T1 - Justice and the normative standards of explainability in healthcare JF - Philosophy & Technology N2 - Providing healthcare services frequently involves cognitively demanding tasks, including diagnoses and analyses as well as complex decisions about treatments and therapy. From a global perspective, ethically significant inequalities exist between regions where the expert knowledge required for these tasks is scarce or abundant. One possible strategy to diminish such inequalities and increase healthcare opportunities in expert-scarce settings is to provide healthcare solutions involving digital technologies that do not necessarily require the presence of a human expert, e.g., in the form of artificial intelligent decision-support systems (AI-DSS). Such algorithmic decision-making, however, is mostly developed in resource- and expert-abundant settings to support healthcare experts in their work. As a practical consequence, the normative standards and requirements for such algorithmic decision-making in healthcare require the technology to be at least as explainable as the decisions made by the experts themselves. The goal of providing healthcare in settings where resources and expertise are scarce might come with a normative pull to lower the normative standards of using digital technologies in order to provide at least some healthcare in the first place. We scrutinize this tendency to lower standards in particular settings from a normative perspective, distinguish between different types of absolute and relative, local and global standards of explainability, and conclude by defending an ambitious and practicable standard of local relative explainability. KW - Clinical decision support systems KW - Justice KW - Medical AI KW - Explainability KW - Normative standards Y1 - 2022 U6 - http://dx.doi.org/10.1007/s13347-022-00598-0 VL - 35 IS - Article number: 100 SP - 1 EP - 19 PB - Springer Nature CY - Berlin ER - TY - CHAP A1 - Jarke, Matthias A1 - Gebhardt, Michael A1 - Jacobs, Stephan A1 - Nissen, Hans W. T1 - Conflict analysis across heterogeneous viewpoints: formalization and visualization T2 - Proceedings of the 29th Annual Hawaii International Conference on System Sciences Y1 - 1996 SN - 0-8186-7324-9 U6 - http://dx.doi.org/10.1109/HICSS.1996.493191 SP - 199 EP - 208 ER - TY - BOOK A1 - Janz, Norbert A1 - Peters, Bettina T1 - Innovation and Innovation Success in the German Manufacturing Sector. Econometric Evidence at Firm Level / Janz, N. and Peters, B. Y1 - 2002 ER - TY - JOUR A1 - Janz, Norbert A1 - Lööf, Hans A1 - Peters, Bettina T1 - Firm Level Innovation and Productivity, Is there a Common Story Across Countries? JF - Problems and Perspectives in Management (2004) Y1 - 2004 SN - ISSN 1727-7051 N1 - online download: http://businessperspectives.org/files/ppm/PPM_EN_2004_02_Janz.pdf SP - 184 EP - 204 ER - TY - BOOK A1 - Janz, Norbert A1 - Lööf, Hans A1 - Peters, Bettina T1 - Firm Level Innovation and Productivity, Is there a Common Story Across Countries? Y1 - 2003 SN - ISSN 1727-7051 N1 - ZEW Diskussion Paper. No 03-26 Online : ftp://ftp.zew.de/pub/zew-docs/dp/dp0326.pdf PB - Zentrum für Europäische Wirtschaftsforschung ZEW CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Licht, Georg A1 - Ebling, Günther A1 - Niggemann, Hiltrud T1 - Innovation in the Service Sector. Selected Facts and Some Policy Conclusions / Licht, G., G. Ebling, N. Janz, H. Niggemann Y1 - 1999 PB - European Commission CY - Luxembourg ER - TY - BOOK A1 - Janz, Norbert A1 - Licht, Georg T1 - Innovation Activities and European Patenting of German Firms. A Panel Data Analysis / Janz, N., G. Licht Y1 - 2002 ER - TY - BOOK A1 - Janz, Norbert A1 - Gottschalk, Sandra A1 - Hempell, Thomas A1 - Peters, Bettina T1 - Innovation Activities in the German Economy. Report on Indicators from the Innovation Survey 2000 (English translation) / Janz, N., S. Gottschalk, T. Hempell, B. Peters, G. Ebling und H. Niggemann Y1 - 2002 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Gottschalk, Sandra T1 - Innovation Dynamics and Endogenours Market Structue. An Econometric Investigation with Aggregated Innovation Survey Data / Gottschalk, S. und N. Janz Y1 - 2001 N1 - ZEW-Discussion Paper 01-39 online unter ftp://ftp.zew.de/pub/zew-docs/dp/dp0139.pdf PB - ZEW Zentrum für Europäische Wirtschaftsförderung CY - Mannheim ER - TY - JOUR A1 - Janz, Norbert A1 - Goedhuys, Micheline A1 - Mohnen, Pierre T1 - What drives productivity in Tanzanian manufacturing firms: technology or business environment? / Goedhuys, Micheline ; Janz, Norbert ; Mohnen, Pierre JF - The European Journal of Development Research. 20 (2008), H. 2 Y1 - 2008 SN - 1743-9728 SP - 199 EP - 218 ER - TY - BOOK A1 - Janz, Norbert A1 - Goedhuys, Micheline A1 - Mohnen, Pierre T1 - Knowledge-based productivity in "low-tech" industries : evidence from firms in developing countries / Goedhuys, Micheline ; Janz, Norbert ; Mohnen, Pierre Y1 - 2008 N1 - Working paper series // United Nations University, UNU-MERIT ; 2008,007 PB - UNU-MERIT CY - Maastricht ER - TY - BOOK A1 - Janz, Norbert A1 - Goedhuys, Micheline A1 - Mohnen, Pierre T1 - What drives productivity in Tanzanian manufacturing firms: technology or institutions? / Goedhuys, Micheline ; Janz, Norbert ; Mohnen, Pierre Y1 - 2006 N1 - Working paper series // United Nations University, UNU-MERIT ; 2006,037 PB - UnU-MERIT CY - Maastricht ER - TY - JOUR A1 - Janz, Norbert A1 - Goedhuys, Micheline A1 - Mairesse, Jacques A1 - Mohnen, Pierre T1 - Micro-evidence on innovation and development (MEIDE): an introduction / Goedhuys, Micheline ; Janz, Norbert ; Mairesse, Jacques ; Mohnen, Pierre JF - The European Journal of Development Research. 20 (2008), H. 2 Y1 - 2008 SN - 1743-9728 SP - 167 EP - 171 ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Niggemann, Hiltrud A1 - Stahl, Harald T1 - 2nd Community Innovation Survey. 1st Interim Report. Report prepared for Eurostat / Ebling, G., N. Janz, H. Niggemann und H. Stahl Y1 - 1998 PB - ZEW Zentrum für Europäische Wirtschaftsförderung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Göggerle, J. A1 - Licht, Georg T1 - The Longitudinal Aspect of Innovation Surveys / G. Ebling, J. Göggerle, N. Janz, G. Licht und H. Stahl Y1 - 1998 PB - ZEW Zentrum für Europäische Wirtschaftsförderung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Peters, Bettina T1 - Innovation Activities in the German Economy: Report on indicators from the Innovation Survey 2001 (english translation) / Janz, N., G. Ebling, S. Gottschalk, B. Peters und T. Schmidt Y1 - 2002 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - JOUR A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Niggemann, Hiltrud T1 - The Mannheim Innovation Panels (MIP and MIP-S) of the Centre for European Economic Research (ZEW) / Janz, N., G. Ebling, S. Gottschalk und H. Niggemann JF - Schmollers Jahrbuch : Zeitschrift für Wirtschafts- und Sozialwissenschaften ; journal of applied social science studies. 121 (2001) Y1 - 2001 SN - 0342-1783 SP - 123 EP - 129 ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Niggemann, Hiltrud T1 - Prospects of the German Economy: Innovation Activities in the Manufacturing Sector. Sur­vey 1999 Report to the Federal Ministry of Education and Research (English translation) / Janz, N., G. Ebling, S. Gottschalk und H. Niggemann Y1 - 2000 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Niggemann, Hiltrud T1 - Services in the Fu­ture: Innovation Activities in the Service Sector. Survey 1999 (English translation) / Janz, N., G. Ebling, S. Gottschalk und H. Niggemann Y1 - 2000 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Niggemann, Hiltrud T1 - 2nd Community Innovation Survey. Final Report. Report prepared for Eurostat / Ebling, G. , S. Gottschalk, N. Janz und H. Niggemann Y1 - 1999 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Niggemann, Hiltrud T1 - 2nd Community Innovation Survey. 2nd Interim Report. Report prepared for Eurostat / Ebling, G. , S. Gottschalk, N. Janz und H. Niggemann Y1 - 1999 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Licht, Georg T1 - Prospects of the German Economy: Innovation Activities in the Manufacturing Sector. Survey 1998 (English translation) / Janz, N., G. Ebling, S. Gottschalk, G. Licht und H. Niggemann Y1 - 1999 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther A1 - Gottschalk, Sandra A1 - Licht, Georg T1 - Services in the Future. Innovation Activities in the Service Sector. Survey 1998 (English translation) / Janz, N., G. Ebling, S. Gottschalk, G. Licht und H. Niggemann Y1 - 1999 PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER - TY - BOOK A1 - Janz, Norbert A1 - Ebling, Günther T1 - Export and Innovation Activities in the German Service Sector. Empirical Evidence at the Firm Level / Ebling, G.. und N. Janz Y1 - 1999 N1 - ZEW-Discussion Paper 99-53 online unter ftp://ftp.zew.de/pub/zew-docs/dp/dp5399.pdf PB - ZEW Zentrum für Europäische Wirtschaftsförderung CY - Mannheim ER - TY - JOUR A1 - Janz, Norbert T1 - Outlier Robust Estimation of an Euler Equation Investment Model with German Firm Level Panel Data JF - Contributions to modern econometrics : from data analysis to economic policy ; [dedicated to Gerd Hansen on the occasion of his 65th Birthday] / ed. by Ingo Klein and Stefan Mittnik Y1 - 2002 SN - 1402073348 N1 - Dynamic modeling in econometrics in economics and finance ; 4 SP - 87 EP - 103 PB - Kluwer Academic Publ. CY - Dordrecht [u.a.] ER - TY - BOOK A1 - Janz, Norbert T1 - Interpreting Estimation Result of Euler Equation Investment Models when Factor Markets are Imperfectly Competitive Y1 - 1997 N1 - ZEW-Discussion Paper 97-29 online unter ftp://ftp.zew.de/pub/zew-docs/dp/dp2997.pdf PB - ZEW Zentrum für Europäische Wirtschaftsforschung CY - Mannheim ER -